Interacting Dynamical Systems

Latent Field Discovery in Interacting Dynamical Systems with Neural Fields featured image

Latent Field Discovery in Interacting Dynamical Systems with Neural Fields

We discover global fields in interacting systems, inferring them from the dynamics alone, using neural fields.

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Miltiadis Kofinas
Roto-translated Local Coordinate Frames For Interacting Dynamical Systems featured image

Roto-translated Local Coordinate Frames For Interacting Dynamical Systems

Equivariance via canonicalized object-centric local frames in geometric graphs

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Miltiadis Kofinas